RTutor

What is RTutor?

It is an AI-powered web application that enables users to analyze data by generating R and Python code from natural language prompts. Developed by Steven Ge and maintained by Orditus LLC, it simplifies data exploration and statistical analysis for users with minimal coding experience. Supporting CSV, TSV, and Excel files, RTutor leverages OpenAI’s GPT-4 Turbo to produce interactive visualizations and downloadable HTML reports, making it ideal for students, researchers, and analysts.

RTutor Features:

• Natural language interface for data queries in multiple languages
• Generates and executes R and Python code for statistical analysis
• Supports CSV, TSV, and Excel file uploads with automatic data type detection
• Produces interactive visualizations using tools like Plotly and CanvasXpress
• Creates downloadable HTML reports and R Markdown files for reproducibility
• Voice input via HeyShiny and secure HTTPS data transmission

RTutor Benefits:

• Simplifies data analysis for non-coders with conversational AI
• Saves time by automating code generation and visualization
• Enhances learning by providing draft code for R and Python practice
• Ensures data privacy with session-based storage and opt-out settings
• Supports multilingual users, broadening accessibility
• Free for academic and non-profit use, with commercial licensing options

Use Cases:

• Students analyzing datasets for coursework without coding expertise
• Researchers conducting exploratory data analysis and model development
• Data analysts generating quick visualizations for reports
• Educators demonstrating statistical concepts in classrooms
• Presenters creating data-driven visuals for presentations
• Developers refining AI-generated code for custom projects